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Search Results for "conclusions"

Found 34 matching component(s)

  • class OneCo_hybrid_RAG_v2

    A class named OneCo_hybrid_RAG

    File: /tf/active/vicechatdev/OneCo_hybrid_RAG.py

    class oneco_hybrid_rag

  • class ExtensiveSearchManager

    Manages extensive search functionality including full document retrieval, summarization, and enhanced context gathering.

    File: /tf/active/vicechatdev/OneCo_hybrid_RAG.py

    class extensivesearchmanager

  • class AgentExecutor

    Agent-based script executor that generates standalone Python files, manages dependencies, and provides iterative debugging capabilities

    File: /tf/active/vicechatdev/vice_ai/agent_executor.py

    class agentexecutor

  • function add_data_section_to_docx

    Adds a data analysis section to a Word document, including analysis metadata, statistical conclusions, and embedded visualizations from saved content or legacy analysis history.

    File: /tf/active/vicechatdev/vice_ai/new_app.py

    document-generation word-document data-analysis visualization report-generation

  • function add_data_section_to_pdf

    Adds a data analysis section to a PDF document story, including analysis metadata, statistical conclusions, and embedded visualizations from saved content or analysis history.

    File: /tf/active/vicechatdev/vice_ai/new_app.py

    pdf-generation reportlab data-analysis document-export visualization

  • function update_data_section

    Flask API endpoint that updates an existing data section's metadata and content fields for authenticated users with ownership verification.

    File: /tf/active/vicechatdev/vice_ai/new_app.py

    flask api-endpoint rest-api update data-section

  • function update_data_section_conclusions

    Flask API endpoint that updates the conclusions/interpretations field for a specific data section, with authentication and ownership validation.

    File: /tf/active/vicechatdev/vice_ai/new_app.py

    flask api-endpoint data-section conclusions update

  • function update_data_section_content

    Flask API endpoint that updates the content of a data section, setting both current_content and analysis_conclusions fields to the provided content value.

    File: /tf/active/vicechatdev/vice_ai/new_app.py

    flask api rest data-section update

  • function save_data_section_analysis

    Flask API endpoint that saves analysis results (plots, conclusions, and analysis data) from a data analysis session to a data section in the database.

    File: /tf/active/vicechatdev/vice_ai/new_app.py

    flask api-endpoint data-analysis persistence authentication

  • function smartstat_save_selective

    Flask route handler that saves selected statistical analysis rounds and their associated plots from a SmartStat session to a data section, with options to replace or append to existing content.

    File: /tf/active/vicechatdev/vice_ai/new_app.py

    flask-route api-endpoint smartstat data-persistence statistical-analysis

  • function smartstat_save_to_document

    Flask route handler that saves SmartStat statistical analysis results back to a data section document, generating a final report with queries, results, and plots.

    File: /tf/active/vicechatdev/vice_ai/new_app.py

    flask api-endpoint smartstat statistical-analysis document-management

  • function update_analysis_conclusions

    Flask API endpoint that updates the conclusions text for a specific data analysis session, with authentication and ownership validation.

    File: /tf/active/vicechatdev/vice_ai/new_app.py

    flask api-endpoint data-analysis authentication authorization

  • class DataAnalysisService

    Service class for managing data analysis operations within document sections, integrating with SmartStat components for statistical analysis, dataset processing, and visualization generation.

    File: /tf/active/vicechatdev/vice_ai/data_analysis_service.py

    data-analysis statistical-analysis session-management dataset-processing visualization

  • class DataSectionService

    Service class for managing DataSection entities, providing CRUD operations and specialized update methods for analysis sessions, plots, and conclusions.

    File: /tf/active/vicechatdev/vice_ai/services.py

    service-layer data-management CRUD database data-section

  • class OneCo_hybrid_RAG_v3

    A class named OneCo_hybrid_RAG

    File: /tf/active/vicechatdev/vice_ai/hybrid_rag_engine.py

    class oneco_hybrid_rag

  • class ExtensiveSearchManager_v1

    Manages extensive search functionality including full document retrieval, summarization, and enhanced context gathering.

    File: /tf/active/vicechatdev/vice_ai/hybrid_rag_engine.py

    class extensivesearchmanager

  • class DataSection

    A dataclass representing a dedicated data analysis section that stores analysis results, plots, dataset information, and conclusions separately from text content.

    File: /tf/active/vicechatdev/vice_ai/models.py

    dataclass data-analysis serialization versioning content-management

  • class DatabaseManager_v1

    SQLite database manager for persistent storage

    File: /tf/active/vicechatdev/vice_ai/models.py

    class databasemanager

  • class DataAnalysisSession_v1

    A dataclass representing a statistical analysis session that is linked to specific document sections, managing analysis state, messages, plots, and configuration.

    File: /tf/active/vicechatdev/vice_ai/models.py

    dataclass analysis session-management state-tracking data-analysis

  • class DataAnalysisSession

    A dataclass representing a data analysis session that is linked to a specific text section within a document, managing conversation messages, analysis results, plots, and configuration.

    File: /tf/active/vicechatdev/vice_ai/models.py

    data-analysis session-management dataclass serialization conversation

  • class StatisticalAgent

    LLM-powered statistical analysis agent

    File: /tf/active/vicechatdev/vice_ai/statistical_agent.py

    class statisticalagent

  • function perform_analysis

    Performs comprehensive statistical analysis on grouped biological/experimental data, including descriptive statistics, correlation analysis, ANOVA testing, and visualization of infection levels and growth performance across different groups.

    File: /tf/active/vicechatdev/vice_ai/smartstat_scripts/e1ecec5f-4ea5-49c5-b4f5-d051ce851294/project_1/analysis.py

    statistical-analysis data-analysis ANOVA correlation visualization

  • function main_v56

    Performs comprehensive exploratory data analysis on a broiler chicken performance dataset, analyzing the correlation between Eimeria infection and performance measures (weight gain, feed conversion ratio, mortality rate) across different treatments and challenge regimens.

    File: /tf/active/vicechatdev/vice_ai/smartstat_scripts/343f5578-64e0-4101-84bd-5824b3c15deb/project_1/analysis.py

    data-analysis exploratory-data-analysis veterinary-research poultry-health correlation-analysis

  • function generate_conclusions

    Generates and prints comprehensive statistical conclusions from correlation analysis between Eimeria infection variables and broiler performance measures, including overall and group-specific findings.

    File: /tf/active/vicechatdev/vice_ai/smartstat_scripts/5a059cb7-3903-4020-8519-14198d1f39c9/analysis_1.py

    statistical-analysis correlation reporting data-analysis veterinary-research

  • function export_results

    Exports correlation analysis results to multiple CSV files, including overall correlations, grouped correlations, and significant findings.

    File: /tf/active/vicechatdev/vice_ai/smartstat_scripts/5a059cb7-3903-4020-8519-14198d1f39c9/analysis_1.py

    data-export csv file-io correlation-analysis results-persistence

  • function main_v26

    Orchestrates a complete correlation analysis pipeline for Eimeria infection and broiler performance data, from data loading through visualization and results export.

    File: /tf/active/vicechatdev/vice_ai/smartstat_scripts/5a059cb7-3903-4020-8519-14198d1f39c9/analysis_1.py

    data-analysis correlation statistics veterinary agriculture

  • class AgentExecutor_v1

    Agent-based script executor that generates standalone Python files, manages dependencies, and provides iterative debugging capabilities

    File: /tf/active/vicechatdev/full_smartstat/agent_executor.py

    class agentexecutor

  • class StatisticalAnalysisService

    Main service for statistical analysis orchestration

    File: /tf/active/vicechatdev/full_smartstat/services.py

    class statisticalanalysisservice

  • class StatisticalAgent_v1

    LLM-powered statistical analysis agent

    File: /tf/active/vicechatdev/full_smartstat/statistical_agent.py

    class statisticalagent

  • class AgentExecutor_v2

    Agent-based script executor that generates standalone Python files, manages dependencies, and provides iterative debugging capabilities

    File: /tf/active/vicechatdev/smartstat/agent_executor.py

    class agentexecutor

  • class StatisticalAnalysisService_v1

    Main service for statistical analysis orchestration

    File: /tf/active/vicechatdev/smartstat/services.py

    class statisticalanalysisservice

  • class StatisticalAgent_v2

    LLM-powered statistical analysis agent

    File: /tf/active/vicechatdev/smartstat/statistical_agent.py

    class statisticalagent

  • function main_v54

    Performs statistical analysis on antibiotic usage data, comparing distribution patterns between vaccinated and non-vaccinated groups, and generates visualization plots, summary tables, and written conclusions.

    File: /tf/active/vicechatdev/smartstat/output/b7a013ae-a461-4aca-abae-9ed243119494/analysis_70ac0517/analysis.py

    data-analysis statistical-analysis healthcare antibiotics vaccination

  • function main_v55

    Performs statistical analysis to determine the correlation between antibiotic use frequency and vaccination modes (in-ovo vs non-in-ovo), generating visualizations and saving results to files.

    File: /tf/active/vicechatdev/smartstat/output/b7a013ae-a461-4aca-abae-9ed243119494/analysis_6cdbc6c8/analysis.py

    statistical-analysis correlation data-visualization pearson-correlation antibiotic-analysis

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